predict_Ki-67_from_HE

This is the source code of our paper "Predict Ki-67 positive cells in H&E-stained images using deep learning independently from IHC-stained images". The dataset for training and evaluation can be downloaded from either one of the following links:

1.https://pan.baidu.com/s/1q3A-IYYrbP6x7JqKURsX0w (password: hs95) or

2.https://drive.google.com/drive/folders/1rotoQHoAH_m8tJfSiMbL_n3a6xeLviY0?usp=sharing

The training code was adapted from this jupyter notebook:

https://github.com/ShusenTang/Dive-into-DL-PyTorch/blob/master/code/chapter09_computer-vision/9.2_fine-tuning.ipynb